If each NLP task has an accuracy of 90%, after integrating them into the large language model, the accuracy of each NLP task becomes 85%, right?
Mohd. Afaque Israfil
Integrating NLP tasks into an LLM doesn't necessarily guarantee a drop in accuracy to 85% from 90%. The impact depends on interactions between tasks, fine-tuning, model complexity, data quality, and task-specific challenges. Accurate evaluation across tasks is crucial to assess the overall effect.
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